Job Description
The role
You’ll sit close to the COO and leadership team and work across lawyers and business services. Your job is to turn our database structures into a reliable metrics layer and decision-ready reporting in Metabase.
You will:
- Review and document database structures and data lineage.
- Define metric definitions (single source of truth) and build a metric catalogue.
- Write, test, and maintain SQL reporting models/queries used in Metabase dashboards.
- Deliver dashboards that are operational (point-of-need), not cosmetic.
- Provide analysis and insight that changes decisions: profitability, lock-up, WIP, matter cycle time, team performance, client experience signals.
Key responsibilities
1) Requirements and definitions
- Lead stakeholder sessions to define reporting outcomes, metric logic, filters, and drill paths.
- Produce crisp functional specs: inputs, transformations, outputs, acceptance criteria.
2) Data profiling, mapping, and transformations
- Profile datasets to identify gaps, inconsistent values, and data quality issues.
- Map fields across tables/systems where required (including migration-style work if relevant).
- Build or support transformation logic (SQL-first; Python where justified).
3) Reporting build and deployment
- Design, build, and deploy Metabase dashboards aligned to leadership and team workflows.
- Create reusable SQL patterns and standard templates (filters, cohorts, time windows, segmenting).
- Optimise query performance and reduce dashboard latency.
4) Testing and governance
- Own QA: reconciliation checks, edge cases, and regression testing when upstream tables change.
- Maintain documentation so the firm can support and extend reporting independently.
- Implement lightweight governance: versioning, review cadence, deprecation process.
5) Insight and decision support
- Deliver short, decision-oriented insights from the dashboards (variance drivers, anomalies, trends, root causes).
- Build recurring reporting packs for monthly/quarterly review cycles.
About you
- Strong SQL capability (comfort working directly with relational schemas, joins, window functions, performance tuning).
- Proven experience translating messy stakeholder requests into precise metric definitions and dashboards.
- Comfortable running workshops and holding the line on definitions, scope, and data quality.
- Outcomes-driven: you measure success by decisions improved, not dashboards shipped.
- Writes clear documentation and leaves a maintainable trail.
Knowledge and experience (preferred)
- Metabase (or similar BI tool) experience.
- Python for analysis/testing or light transformation work.
- Experience in professional services or other time-and-matter environments (or demonstrable ability to learn quickly).
- Familiarity with cloud data environments (Azure/AWS/GCP) and modern analytics practices (dbt-style modelling, semantic layers) is advantageous.
Are you interested in this position?
Apply by clicking on the “Apply Now” button below!
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